Knowledge & Memory MCP Servers

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when

[](https://mseep.ai/app/evangstav-python-memor

MCP server for remote management of project memory banks

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

MCP server for memory search. Features record memory, search memory, add knowledge. From MEO...

MCP Server with Remote SSH support

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

A Model Context Protocol server that provides knowledge graph management capabilities.

<strong>Graph-based Memory CLI for AI Coding Agents</strong>

1. Ensure you have macOS with a Photos library. 2. Install [uv](https://docs.astral.sh/uv/) to manage dependencies and run the server.

A high-performance, **pure Rust** Model Context Protocol (MCP) server that provides persistent, semantic, and graph-based memory for AI agents.

An MCP server that uses a knowledge graph to store and recall structured memory for AI models

Local CLI that turns a coding goal into ranked, token-budgeted repository context for AI agents.

A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and

A complete Python port of the official [TypeScript MCP memory server](https://github.com/modelcontextprotocol/servers/tree/main/src/memory). This

Most AI memory systems are just databases with a search API. memory-v2 is a **cognitive architecture** -- it models how human memory actually works.

A Model Context Protocol (MCP) implementation for the [MemOS](https://github.com/MemTensor/MemOS) API service. This package provides a command-line

Add persistent memory to AI assistants. Store and recall info across conversations.

AI continuity and memory hub for portable context, checkpoints, and cross-AI memory.

Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch

Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.

Multi-platform AI memory. One save, recall everywhere—Claude, ChatGPT, Cursor, and more.

mengram try # see what memory would know about you — local only, # no account, nothing leaves your machine ```

# Mermaid Doc MCP Server Mermaid Doc MCP Server is a server for generating Mermaid documents. ## Features - **List Diagrams**: List all available

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

An MCP server providing Metal Framework documentation search and code generation capabilities.

A Model Context Protocol (MCP) server for Metasploit Framework integration.

The application exposes an [MCP Server](https://modelcontextprotocol.io) at `https://micronaut.fun/mcp`.

Stop re-explaining yourself to every AI agent. MIE gives all your agents — Claude, ChatGPT, Cursor, Gemini — a shared, persistent knowledge graph

Python library for interacting with local installed MindManager(tm) on Windows and MacOS platform.

Persistent project memory for LLMs via MCP. Never re-explain your project again.

Connect AI assistants to your Mintline receipts, transactions, and spending analytics.

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

A Model Context Protocol (MCP) server providing **human-like memory dynamics** for AI assistants. Memories naturally fade over time unless reinforced

Zero-dependency agent memory: recall, consolidation, and a first-class correction + erasure channel.

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend

Give your AI agents persistent memory. mnemory is a self-hosted [MCP](https://modelcontextprotocol.io/) server that adds personalization and

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Mock, record/replay, verify and chaos-test any HTTP/REST/gRPC/LLM dependency over MCP.

Modular MCP - Modular tool access for reducing context overhead

A Model Context Protocol (MCP) server that provides access to your Monzo banking data through a Claude tool.

Persistent Data Structures for JavaScript

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

This project provides an MCP (Model Control Protocol) server that integrates GitLab merge request analysis with Confluence documentation. It allows

Muckaway Ai MCP server. Tools: estimate waste volume, get skip pricing, check waste type. Bu...

Give your agent its own email address with graduated human oversight — from full approval to autonomous sending.

MUSUBIX Ontology Reasoning MCP - OWL 2 RL inference and SPARQL query

MCP server to synchronize memory template across Claude interfaces

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac

A Model Context Protocol (MCP) server for interacting with the Bear note-taking app

Simple memory MCP server for entities, observations, and relations

# n8n Assistant [](https://smithery.ai/server/@onurpolat05/n8n-assistant) This

Or copy files manually from this repo (see the paths in the links above).

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.

A Model Context Protocol (MCP) server for name.com API integration, providing AI assistants with domain management capabilities

Long-term memory for AI coding tools via vector search (Qdrant).

Model Context Protocol (MCP) server for NASA APIs

AI-powered localization — translate, manage translation memory, and access style guides.